| 2026 | ICPR | RSD-BEV: Residual Self-distillation Framework for Efficient BEV Representation Learning. | Sungjin Park, Jaeha Song, Soonmin Hwang |
| 2025 | AAAI | DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation. | Jisoo Kim, Jungbin Cho, Joonho Park, Soonmin Hwang, Da Eun Kim, Geon Kim, Youngjae Yu |
| 2025 | ICCV | MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments. | Zhixuan Liu, Haokun Zhu, Rui Chen, Jonathan Francis, Soonmin Hwang, Ji Zhang, Jean Oh |
| 2025 | ICRA | Boosting Cross-Spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation. | Seokjun Kwon, Jeongmin Shin, Namil Kim, Soonmin Hwang, Yukyung Choi |
| 2025 | IROS | RoCaRS: Robust Camera-Radar BEV Segmentation for Sensor Failure Scenarios. | Byounghun Park, Jeongtae Kim, Yongjae Cho, Soonmin Hwang |
| 2023 | CVPR | Instant Domain Augmentation for LiDAR Semantic Segmentation. | Kwonyoung Ryu, Soonmin Hwang, Jaesik Park |
| 2023 | IROS | T2FPV: Dataset and Method for Correcting First-Person View Errors in Pedestrian Trajectory Prediction. | Benjamin Stoler, Meghdeep Jana, Soonmin Hwang, Jean Oh |
| 2018 | AAAI | Multispectral Transfer Network: Unsupervised Depth Estimation for All-Day Vision. | Namil Kim, Yukyung Choi, Soonmin Hwang, In So Kweon |
| 2018 | WACV | StairNet: Top-Down Semantic Aggregation for Accurate One Shot Detection. | Sanghyun Woo, Soonmin Hwang, In So Kweon |
| 2016 | IROS | Thermal Image Enhancement using Convolutional Neural Network. | Yukyung Choi, Namil Kim, Soonmin Hwang, In So Kweon |
| 2015 | CVPR | Multispectral pedestrian detection: Benchmark dataset and baseline. | Soonmin Hwang, Jaesik Park, Namil Kim, Yukyung Choi, In So Kweon |
| 2015 | ICIP | Artrieval: Painting retrieval without expert knowledge. | Namil Kim, Yukyung Choi, Soonmin Hwang, In-So Kweon |
| 2014 | ACCV | A Two Phase Approach for Pedestrian Detection. | Soonmin Hwang, Tae Hyun Oh, In-So Kweon |